A method for controlling blade interference in a single blade or multi-blade xerographic cleaner based on a look-up table for environmental conditions and blade age. Temperature and humidity sensors and a blade age counter are used to provide information to a controller, which adjusts the blade interference through a stepper motor based on the preloaded table. This allows lower blade load in most conditions over life, compared to the known method of setting the initial load high enough to cover these stress factors at worse case levels. The look-up table is empirically determined for a give blade material and xerographic system, e.g., photoreceptor, toner, etc. It takes into account the variation in blade load itself as a function of the environment and blade age.